[1]刘福才,陈 超,邵 慧,等.模糊系统万能逼近理论研究综述[J].智能系统学报,2007,2(1):25-34.
　LIU Fu cai,CHEN Chao,SHAO Hui,et al.Researches for universal approximation of fuzzy syste ms: a survey[J].CAAI Transactions on Intelligent Systems,2007,2(1):25-34.
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模糊系统万能逼近理论研究综述

《智能系统学报》[ISSN 1673-4785/CN 23-1538/TP] 卷: 2 期数: 2007年第1期 页码: 25-34 栏目: 综述 出版日期: 2007-02-25
Title:
Researches for universal approximation of fuzzy syste ms: a survey
文章编号:
1673-4785(2007)01-0025-10
作者:
刘福才1，2，陈 超1，邵 慧1，裴 润2
1. 燕山大学电气工程学院，河北秦皇岛066004;
2.哈尔滨工业大学航天学院，黑龙江哈尔滨150001
Author(s):
LIU Fucai1,2，CHEN Chao1，SHAO Hui1，PEI Run2
1. Department of Automation Engineering, Yanshan University, Qinhuan gdao 066004, China;2.School of Astronautics, Harbin Institu te of Technology, Har bin 150001, China
关键词:
模糊系统的通用逼近性; 充分条件; 必要条件; 逼近精度
Keywords:
universal approximation of fuzzy systems;  sufficient conditions;  neces sary conditions; approximation accuracy
分类号:
TP15
文献标志码:
A
摘要:
模糊系统通用逼近理论是模糊理论研究的一个重要方向.目前，对模糊系统通用逼近性的研究已经取得了很大的进展.对模糊系统的通用逼近性、模糊系统作为通用逼近器的充分条件和必要条件以及模糊系统的逼近精度等方面的研究进行了较为详尽的综述，分析了各种分析方法的主要成果及其特点(包括优点和局限性)，并指出了今后模糊系统通用逼近理论研究中有待解决的许多问题.
Abstract:
The universal approximation of fuzzy systems is an important direction of fuzzy theory. At present, a lot of progress has been made in the research fo r the universal approximation of fuzzy systems. In this paper, a survey of the u niversal approximation of fuzzy systems, the sufficient and necessary condition for fuzzy systems as universal approximators, and approximation accuracy of fuzz y sy stems etc is made in details. The achievement and properties (including ad vantages and disadvantages) of each method are also analyzed, and then the probl ems of the universal approximation of fuzzy systems in future researches are poi nted out further.
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备注/Memo

收稿日期：2006-07-28.
基金项目：燕山大学博士基金资助项目(B111)
作者简介：
刘福才, 男, 1966年生，博士,教授. 主要研究方向为模糊辨识与预测控制、电力拖动及其计算机控制. 编写《现代控制理论》、《交流伺服运动控制系统》、《非线性系统的模糊模型辨识及其应用》等书籍；发表论文90余篇. 
?E-mail: lfcxb@263.net.
陈 超, 女, 1982年生，硕士研究生，主要研究方向为模糊辨识与模糊控制. 
邵 慧，女，1980年生，硕士研究生，主要研究方向为信号的检测与处理.

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